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Reinel Tabares-Soto

universidad de caldas

21H-index
108Paper Count
1.2KCitation Count
Published Papers 23
Publication Date
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A computational approach to predicting principal discharge diagnoses for enhanced morbidity surveillance
errPEERJ COMPUTER SCIENCE
IF2.5
err2025-12-10
err0
PREAI
errArias-Garzon, Daniel; Jaramillo Robledo, Oscar; Castano Velez, Andres Paolo; Tabares-Soto, Reinel
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Benchmarking of closed vision-language models for Ki-67 index prediction in breast cancer histopathology images
errExpert Systems with Applications
IF7.5
err2025-11-03
err0
errOAAI
errHarold Brayan Arteaga-Arteaga; Juan Andrés Giraldo-Arias; Mario Alejandro Bravo-Ortíz; Cristina Juárez Landín; Pablo Guillen-Rondon; Reinel Tabares-Soto
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Transformers and capsule networks vs classical ML on clinical data for alzheimer classification
errPEERJ COMPUTER SCIENCE
IF2.5
err2025-09-29
err0
PREAI
errBravo-Ortiz, Mario Alejandro; Holguin-Garcia, Sergio Alejandro; Guevara-Navarro, Ernesto; Ceron-Cabrera, Esteban; Mora-Rubio, Alejandro; Arteaga-Arteaga, Harold Brayan; Ruz, Gonzalo A.; Tabares-Soto, Reinel
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Predicting no-shows at outpatient appointments in internal medicine using machine learning models
errPEERJ COMPUTER SCIENCE
IF2.5
err2025-04-22
err0
errOAAI
errOsorio, Felipe Ocampo; Gomez, Santiago Pedroza; Sanchez, David Esteban Rebellon; Fernandez, Richard Ramirez; Tabares-Soto, Reinel; Bravo-Ortiz, Mario Alejandro; Suarez, Gustavo Adolfo Cruz
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Building better forecasting pipelines: A generalizable guide to multi-output spatio-temporal forecasting
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-01-01
err0
PREAI
errArias-Garzon, Daniel; Tabares-Soto, Reinel; Ruz, Gonzalo A.
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errSave
CVTStego-Net: A convolutional vision transformer architecture for spatial image steganalysis
errJOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF3.7
err2024-03-01
err8
PREAI
errBravo-Ortiz, Mario Alejandro; Mercado-Ruiz, Esteban; Villa-Pulgarin, Juan Pablo; Hormaza-Cardona, Carlos Angel; Quinones-Arredondo, Sebastian; Arteaga-Arteaga, Harold Brayan; Orozco-Arias, Simon; Cardona-Morales, Oscar; Tabares-Soto, Reinel
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A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2024-03-01
err1
errOAAI
errHolguin-Garcia, Sergio Alejandro; Guevara-Navarro, Ernesto; Daza-Chica, Alvaro Eduardo; Patino-Claro, Maria Alejandra; Arteaga-Arteaga, Harold Brayan; Ruz, Gonzalo A.; Tabares-Soto, Reinel; Bravo-Ortiz, Mario Alejandro
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Classification of Alzheimer's disease stages from magnetic resonance images using deep learning
errPEERJ COMPUTER SCIENCE
IF2.5
err2023-08-24
err9
errOAAI
errMora-Rubio, Alejandro; Bravo-Ortiz, Mario Alejandro; Arredondo, Sebastian Quinones; Torres, Jose Manuel Saborit; Ruz, Gonzalo A.; Tabares-Soto, Reinel
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Requests classification in the customer service area for software companies using machine learning and natural language processing
errPEERJ COMPUTER SCIENCE
IF2.5
err2023-03-17
err1
errOAAI
errArias-Barahona, Maria Ximena; Arteaga-Arteaga, Harold Brayan; Orozco-Arias, Simon; Florez-Ruiz, Juan Camilo; Valencia-Diaz, Mario Andres; Tabares-Soto, Reinel
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errSave
Biases associated with database structure for COVID-19 detection in X-ray images
errSCIENTIFIC REPORTS
IF3.9
err2023-03-01
err6
errOAAI
errArias-Garzon, Daniel; Tabares-Soto, Reinel; Bernal-Salcedo, Joshua; Ruz, Gonzalo A.
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errSave
Enhancing Intrusion Detection in IoT Communications Through ML Model Generalization With a New Dataset (IDSAI)
errIEEE ACCESS
IF3.6
err2023-01-01
err10
errOAAI
errFernando, Gutierrez-Portela; Brayan, Arteaga-Arteaga Harold; Florina, Almenares Mendoza; Liliana, Calderon-Benavides; Hector-Gabriel, Acosta-Mesa; Reinel, Tabares-Soto
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errSave
SAM-UNETR: Clinically Significant Prostate Cancer Segmentation Using Transfer Learning From Large Model
errIEEE ACCESS
IF3.6
err2023-01-01
err4
errOAAI
errAlzate-Grisales, Jesus Alejandro; Mora-Rubio, Alejandro; Garcia-Garcia, Francisco; Tabares-Soto, Reinel; de la Iglesia-Vaya, Maria
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Inpactor2: a software based on deep learning to identify and classify LTR-retrotransposons in plant genomes
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2022-12-10
err11
errOAAI
errOrozco-Arias, Simon; Lopez-Murillo, Luis Humberto; Candamil-Cortes, Mariana S.; Arias, Maradey; Jaimes, Paula A.; Paschoal, Alexandre Rossi; Tabares-Soto, Reinel; Isaza, Gustavo; Guyot, Romain
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Composition and Diversity of LTR Retrotransposons in the Coffee Leaf Rust Genome (Hemileia vastatrix)
errAGRONOMY-BASEL
IF3.4
err2022-07-13
err0
errOAAI
errOrozco-Arias, Simon; Candamil, Mariana S.; Jaimes, Paula A.; Cristancho, Marco; Tabares-Soto, Reinel; Guyot, Romain
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errSave
Coffee Maturity Classification Using Convolutional Neural Networks and Transfer Learning
errIEEE ACCESS
IF3.6
err2022-01-01
err12
errOAAI
errTamayo-Monsalve, Manuel Alejandro; Mercado-Ruiz, Esteban; Villa-Pulgarin, Juan Pablo; Bravo-Ortiz, Mario Alejandro; Arteaga-Arteaga, Harold Brayan; Mora-Rubio, Alejandro; Alzate-Grisales, Jesus Alejandro; Arias-Garzon, Daniel; Romero-Cano, Victor; Orozco-Arias, Simon; Gustavo-Osorio, Gustavo; Tabares-Soto, Reinel
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errSave
Machine learning applications to predict two-phase flow patterns
errPEERJ COMPUTER SCIENCE
IF2.5
err2021-11-29
err14
errOAAI
errBrayan Arteaga-Arteaga, Harold; Mora-Rubio, Alejandro; Florez, Frank; Murcia-Orjuela, Nicolas; Eduardo Diaz-Ortega, Cristhian; Orozco-Arias, Simon; delaPava, Melissa; Alejandro Bravo-Ortiz, Mario; Robinson, Melvin; Guillen-Rondon, Pablo; Tabares-Soto, Reinel
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errSave
Sensitivity of deep learning applied to spatial image steganalysis
errPEERJ COMPUTER SCIENCE
IF2.5
err2021-08-31
err10
errOAAI
errTabares-Soto, Reinel; Brayan Arteaga-Arteaga, Harold; Mora-Rubio, Alejandro; Alejandro Bravo-Ortiz, Mario; Arias-Garzon, Daniel; Alejandro Alzate-Grisales, Jesus; Orozco-Arias, Simon; Isaza, Gustavo; Ramos-Pollan, Raul
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errSave
Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain
errPEERJ COMPUTER SCIENCE
IF2.5
err2021-04-09
err15
errOAAI
errTabares-Soto, Reinel; Brayan Arteaga-Arteaga, Harold; Mora-Rubio, Alejandro; Alejandro Bravo-Ortiz, Mario; Arias-Garzon, Daniel; Alzate Grisales, Jesus Alejandro; Burbano Jacome, Alejandro; Orozco-Arias, Simon; Isaza, Gustavo; Ramos Pollan, Raul
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errSave
GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis
errIEEE ACCESS
IF3.6
err2021-01-01
err55
errOAAI
errReinel, Tabares-Soto; Brayan, Arteaga-Arteaga Harold; Alejandro, Bravo-Ortiz Mario; Alejandro, Mora-Rubio; Daniel, Arias-Garzon; Alejandro, Alzate-Grisales Jesus; Buenaventura, Burbano-Jacome Alejandro; Simon, Orozco-Arias; Gustavo, Isaza; Raul, Ramos-Pollan
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errSave
TIP_finder: An HPC Software to Detect Transposable Element Insertion Polymorphisms in Large Genomic Datasets
errBIOLOGY-BASEL
IF3.5
err2020-09-09
err4
errOAAI
errOrozco-Arias, Simon; Tobon-Orozco, Nicolas; Pina, Johan S.; Jimenez-Varon, Cristian Felipe; Tabares-Soto, Reinel; Guyot, Romain
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Research Directions

No research directions
Co-authors
Cooperation Journals
R
Ray Ming
H-index: 73 · Papers: 428
R
Romain Guyot
H-index: 38 · Papers: 218
F
Francisco García‐García
H-index: 38 · Papers: 224
D
Douglas Silva Domingues
H-index: 28 · Papers: 173
G
Gonzalo A. Ruz
H-index: 23 · Papers: 119
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